micemd (1.2.0)

Multiple Imputation by Chained Equations with Multilevel Data.


Addons for the 'mice' package to perform multiple imputation using chained equations with two-level data. Includes imputation methods specifically handling sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2017) , the choice of the imputation method for each variable can be facilitated by a default choice tuned according to the structure of the incomplete dataset. Allows parallel calculation for 'mice'.

Maintainer: Vincent Audigier
Author(s): Vincent Audigier [aut, cre] (CNAM MSDMA team), Matthieu Resche-Rigon [aut] (INSERM ECSTRA team)

License: GPL-2 | GPL-3

Uses: abind, digest, jomo, lme4, MASS, Matrix, mice, mvmeta, mvtnorm, nlme, VIM
Reverse suggests: mice, miceadds
Reverse enhances: miceadds

Released over 2 years ago.